SlideShare a Scribd company logo
1 of 33
Pulses for Improved Nutrition and
the Role of Biotechnologies
Rajeev K. Varshney
Research Program Director
Genetic Gains
Major challenges in Asia
Population
Poverty
Resource scarcity Adapting to
changing climate
Limited
Arable land
Rise in sea levels
Atmospheric CO2 levels have risen and may
not dip below 400 ppm again Source: Climate Central
Hunger in largest agricultural producing
region!!!!
• Poverty: People cannot afford nutritious food
• Lack of key agricultural infrastructure
• Natural disasters are on the increase
• Conflicts consistently disrupt
farming and food production
• Uprising food prices
• One third of all food produced (1.3 billion tons) is never
consumed
Global hunger crisis
The Global Hunger
Index (GHI) is
designed to
comprehensively
measure and track
hunger globally
and by country
and region by the
International Food
Policy Research
Institute (IFPRI). Alarming
Global Hunger Index in Asia
* A higher rank implies a worsening hunger situation
Source: Global Hunger Index-2016
Malnutrition- hidden hunger
MALNUTRITION IN ALL ITS FORMS
Child stunting Child wasting Child overweight Micronutrient
deficiency
Adult obesity Noncommunicable
diseases
Adult overweight
Malnutrition refers to deficiencies, excesses or imbalances in a
person’s intake of energy and/or nutrients.
Source: World Health Organization, 2016
Most affected are women and children under 5
How serious is malnutrition in Asia?
Source: UNICEF, WHO, World Bank Joint Child Malnutrition dataset, May 2017 update
Under-nutrition
contributes to
deaths in children
under 5 in Asia
Wasting is a condition typified by a
low weight-to-height ratio, and
brought on by undernourishment.
- WHO
Nutrition atlas
of India
National Institute of Nutrition, India
Issues:
• Access to adequate food
• Lack of dietary diversity
• Lack of information on
optimum nutrition
• Susceptibility to metabolic
disease
Pulses for nutrition security
Crop
diversification
Pulses
Crops harvested solely for dry seeds
Dietary
diversification Global food
security
Improved
livelihood
Environmental
sustainability
Water
footprint
Nitrogen fixation
Pulses play an important role in food &
nutrition security
• Suitable for
marginal
environments
• High protein and
mineral source
• Long shelf-life
• Diversification of
cereal-based
system
• Improves soil
condition
• Low water usage
Source: Agriculture and Agri-Food Canada
Pulses
of
South
Asia
.
.
.
.
Lentils
(Lens culinaris)
7%
Pigeon pea
(Cajanus cajan)
10%
Cowpea
(Vigna unguiculata)
<1%
Dry Peas
(Pisum sativum)
3%
Chickpea
(Cicer arietinum)
44%
Other minor
pulses
9%
Broad Beans
(Vicia faba)
<1%
Phaseolus spp.
27% Source: FAO 2014
A variety of pulses grown and consumed in Asia
http://www.livemint.com/Opinion/1BcMNygMDdIrgLQsegvNgK/The-pulses-crisis-why-reinvent-the-wheel.html
Crop Area
(mha)
Production
(mt)
Yield
(t/ha)
Chickpea 13.54 13.10 0.97
Pigeonpea 6.21 4.74 0.76
Source: FAO 2015
(access on Jun 26,2015)
Feeding billions and bringing
prosperity in developing countries !
Biotechnologies for improving nutrition in pulses
Role of biotechnologies
Enhance yield
Reduce yield loss
Due to biotic and abiotic stresses
Enriching micronutrients
Micronutrients such as vitamin A, Fe, Zn etc.
Reduce anti-nutritional factors
Protein inhibitors, lectins, tanins, phytic acids, allergens etc.
Key biotechnologies
Accelerated
Breeding
• Molecular markers/ candidate
genes/ genomic regions
Lin et al., 2014
Barkley and Wang, 2008
• Metabolic engineering
• TILLING• Gene editing
• Transgenic “knockouts”
• Tissue culture technique
Marker-assisted
breeding
Sci. Rep. 2015
Harnessing alleles
from genebanks
• 1,700 genebanks
• 7.4 million accessions currently
maintained globally, of which 13% in the
CGIAR centres
• Genomic characterization of genebank
material is essential
• Needs to associate allelic value with
phenotype
• Transfer in elite varieties
PLoS Biol 2014
Translational
genomics
approaches
Adzuki Beans
PNAS 2015
Sci Rep 2015
Mung Beans
Nature Communications 2014
Chickpea
Nature Biotechnology 2013
Pigeonpea
Nature Biotechnology 2012
Pulses Genome Sequencing
Resource for untapping potential for genetic improvement
Sequencing of only (and one) reference
genome is not enough!
Global / base
collection
Composite
collection
Multiseason and
multilocation evaluation
data for 50 traits
ICRISAT reference
set
Wild accessions,
landraces and
breeding lines
Core
collection
1000
Pulse
Genomes
Chickpea
Pigeonpea
Diverse lines
(90)
Elite varieties
(129)
Reference set
(300)
154 parental
lines of hybrids
Reference set
(300)
- 554 lines in
chickpea
- 474 lines in
pigeonpea
Parental lines
(20)
Parental lines
(35)
1000 pulse genomes re-sequencing
- Samples representing 23 countries
The 3000 Chickpea Genome Sequencing
Initiative
• Total no. of samples: 3196
• Total data: ~28.41 Tbp
• Data range: 3.7 – 25 Gbp
• Average data per sample: ~9Gbp
• Average Coverage: ~12X (5X – 33X)
Phenotyping of 3000 chickpeas
• Nutritional profiling for protein, Fe and Zn content
• Useful resource for future breeding
• High resolution GWAS
• Sources of variation and location specific favourable alleles
• Highly accurate genomic prediction
• Source for G x E estimation
If there is sufficient genetic variation for the density of micronutrients in edible
parts of the crop, bio-fortification can be achieved through plant breeding
(Mayer et al., 2008)
QTLs governing seed- Fe and Zn concentration
in chickpea
Upadhyaya et al. 2016
Candidate genes involved in carotenoid
biosynthesis in chickpea seeds
Rezaei et al. 2016
“QTL-hotspot” introgression lines in chickpea
Enhanced root
length density
0
50
100
150
200
250
300
EUM1
EUM2
EUM3
EUM4
EUM5
Chania-RP
EUM7
EUM8
EUM9
EUM10
EUM11
ICC4958-DP
Yield Gms/plot
Biomss/plot
Improved lines with higher yield under rainfed and irrigated
conditions in India, Kenya and Ethiopia
0
500
1000
1500
2000
2500
3000
3500
13 superior MABC lines in Kenya
-17-47% higher seed yield
- 12-43% higher biomass
>40% yield above standard
check in Ethiopia
3 lines promoted to AVT in India
A: IL 53, B: IL 60, C: IL 103, D: IL 59
Different branching pattern in
Introgression lines
(ICPL 87119 x ICPW 12)
A B
C D
High yielding lines in
Introgression lines
A B
C
A- IL-15, B: IL-15, C: IL-113
Introgression pigeonpea lines with higher
yield and enhanced resistance to diseses
Improved high and low oil content lines in
groundnut
Plant Science, 2015
Summary…
• Pulses are essential for nutritional security in the Asia pacific region.
• Genome sequences available, re-sequencing, genome-wide association
analysis and functional genomics approaches can identify candidate genes
and metabolic pathways associated with different nutritional elements.
• Molecular breeding can help enhancing yield/ crop productivity to
enhance crop production/ per capita consumption.
• Traditional approaches such as high yielding varieties should replace old
varieties, rice fallows and new niches should be used for enhancing
production.
• Gene editing and metabolic engineering approaches should be explored.
Mahendar Thudi
Rachit K Saxena
Manish Roorkiwal
Anu Chitikineni
K Himabindu
Vikas Singh
Aamir Khan
Prasad Bajaja
Vanika Garg
Dadakhalandar Doddamani
Abhishek Rathore
Pooran Gaur
CV Sameerkumar
Hari D Upadhayaya
Lakshmanan Krishnamurthy
Vincent Vadez
KB Saxena
S Srinivasan
Acknowledgements
Funders
Learning Systems Unit (LSU)
Thank You !

More Related Content

What's hot

Bio fortification for Enhanced Nutrition in Rice by Conventional and Molecula...
Bio fortification for Enhanced Nutrition in Rice by Conventional and Molecula...Bio fortification for Enhanced Nutrition in Rice by Conventional and Molecula...
Bio fortification for Enhanced Nutrition in Rice by Conventional and Molecula...Sathisha TN
 
Marker-assisted Selection (MAS) in fruit crops
Marker-assisted Selection (MAS) in fruit cropsMarker-assisted Selection (MAS) in fruit crops
Marker-assisted Selection (MAS) in fruit crops_mk_ saini
 
BIOFORTIFICATION OF VEGETABLE CROPS.pptx
BIOFORTIFICATION OF VEGETABLE CROPS.pptxBIOFORTIFICATION OF VEGETABLE CROPS.pptx
BIOFORTIFICATION OF VEGETABLE CROPS.pptxSaurabhYadav107129
 
Agroomic biofortification
Agroomic biofortificationAgroomic biofortification
Agroomic biofortificationBornali Borah
 
Morphological Characterisation and Genetic Divergence in Proso Millet
Morphological Characterisation and Genetic Divergence in Proso MilletMorphological Characterisation and Genetic Divergence in Proso Millet
Morphological Characterisation and Genetic Divergence in Proso MilletNivedithaDasari
 
Chilli breeding
Chilli  breedingChilli  breeding
Chilli breedingmutturaj13
 
Presentation on gca and sca
Presentation on gca and scaPresentation on gca and sca
Presentation on gca and scaShivashish Verma
 
High Quality Protein Maize
High Quality Protein MaizeHigh Quality Protein Maize
High Quality Protein Maizekratialawe
 
Central seed committee
Central seed committeeCentral seed committee
Central seed committeeNSStudents
 
Breeding objectives in vegetables
Breeding objectives in vegetablesBreeding objectives in vegetables
Breeding objectives in vegetablesNaveen Jakhar
 
Three line system of hybrid seed production
Three line system of hybrid seed productionThree line system of hybrid seed production
Three line system of hybrid seed productionmuruganjey
 
QUALITY BREEDING IN RICE
QUALITY BREEDING IN RICEQUALITY BREEDING IN RICE
QUALITY BREEDING IN RICEsandeshGM
 
Advancements in seed testing technologies
Advancements in seed testing technologiesAdvancements in seed testing technologies
Advancements in seed testing technologiesJeeniaThalyari1
 
Molecular Breeding for Development of Biofortified Maize Hybrids in India
Molecular Breeding for Development of Biofortified Maize Hybrids in IndiaMolecular Breeding for Development of Biofortified Maize Hybrids in India
Molecular Breeding for Development of Biofortified Maize Hybrids in IndiaCIMMYT
 
genetic improvement in chilli
genetic improvement in chilligenetic improvement in chilli
genetic improvement in chilliAnilkumar C
 

What's hot (20)

Bio fortification for Enhanced Nutrition in Rice by Conventional and Molecula...
Bio fortification for Enhanced Nutrition in Rice by Conventional and Molecula...Bio fortification for Enhanced Nutrition in Rice by Conventional and Molecula...
Bio fortification for Enhanced Nutrition in Rice by Conventional and Molecula...
 
Marker-assisted Selection (MAS) in fruit crops
Marker-assisted Selection (MAS) in fruit cropsMarker-assisted Selection (MAS) in fruit crops
Marker-assisted Selection (MAS) in fruit crops
 
BIOFORTIFICATION OF VEGETABLE CROPS.pptx
BIOFORTIFICATION OF VEGETABLE CROPS.pptxBIOFORTIFICATION OF VEGETABLE CROPS.pptx
BIOFORTIFICATION OF VEGETABLE CROPS.pptx
 
Agroomic biofortification
Agroomic biofortificationAgroomic biofortification
Agroomic biofortification
 
Morphological Characterisation and Genetic Divergence in Proso Millet
Morphological Characterisation and Genetic Divergence in Proso MilletMorphological Characterisation and Genetic Divergence in Proso Millet
Morphological Characterisation and Genetic Divergence in Proso Millet
 
Chilli breeding
Chilli  breedingChilli  breeding
Chilli breeding
 
Presentation on gca and sca
Presentation on gca and scaPresentation on gca and sca
Presentation on gca and sca
 
High Quality Protein Maize
High Quality Protein MaizeHigh Quality Protein Maize
High Quality Protein Maize
 
Citrus
CitrusCitrus
Citrus
 
Central seed committee
Central seed committeeCentral seed committee
Central seed committee
 
Breeding objectives in vegetables
Breeding objectives in vegetablesBreeding objectives in vegetables
Breeding objectives in vegetables
 
sorghum crop
sorghum  crop sorghum  crop
sorghum crop
 
Rice
RiceRice
Rice
 
Presentation on Breeding Techniques of Soyabean
Presentation on Breeding Techniques of SoyabeanPresentation on Breeding Techniques of Soyabean
Presentation on Breeding Techniques of Soyabean
 
Breeding of wheat
Breeding of wheatBreeding of wheat
Breeding of wheat
 
Three line system of hybrid seed production
Three line system of hybrid seed productionThree line system of hybrid seed production
Three line system of hybrid seed production
 
QUALITY BREEDING IN RICE
QUALITY BREEDING IN RICEQUALITY BREEDING IN RICE
QUALITY BREEDING IN RICE
 
Advancements in seed testing technologies
Advancements in seed testing technologiesAdvancements in seed testing technologies
Advancements in seed testing technologies
 
Molecular Breeding for Development of Biofortified Maize Hybrids in India
Molecular Breeding for Development of Biofortified Maize Hybrids in IndiaMolecular Breeding for Development of Biofortified Maize Hybrids in India
Molecular Breeding for Development of Biofortified Maize Hybrids in India
 
genetic improvement in chilli
genetic improvement in chilligenetic improvement in chilli
genetic improvement in chilli
 

Similar to Pulses for improved nutrition and the role of biotechnologies

Nutrition agricultural biodiversity and food prices
Nutrition agricultural biodiversity and food pricesNutrition agricultural biodiversity and food prices
Nutrition agricultural biodiversity and food pricesBioversity International
 
Significance of agronomic biofortification with zinc in maize.pptx
Significance of agronomic biofortification with zinc in maize.pptxSignificance of agronomic biofortification with zinc in maize.pptx
Significance of agronomic biofortification with zinc in maize.pptxrangaswamyranga8341
 
PGRFA for mitigating climate change
PGRFA for mitigating climate changePGRFA for mitigating climate change
PGRFA for mitigating climate changeAbdul GHAFOOR
 
Advances in Genomics Research and Molecular Breeding in Dryland Crops through...
Advances in Genomics Research and Molecular Breeding in Dryland Crops through...Advances in Genomics Research and Molecular Breeding in Dryland Crops through...
Advances in Genomics Research and Molecular Breeding in Dryland Crops through...apaari
 
Breeding for biofortification in cereals.
Breeding for biofortification in cereals.Breeding for biofortification in cereals.
Breeding for biofortification in cereals.Ashwani Kumar
 
Bio fortification through Genetic Engineering
Bio fortification through Genetic EngineeringBio fortification through Genetic Engineering
Bio fortification through Genetic EngineeringBalaji Rathod
 
Bio-fortification in horticultural crops
Bio-fortification in horticultural  cropsBio-fortification in horticultural  crops
Bio-fortification in horticultural cropsarchana mahida
 
Biofortification analysis
Biofortification analysisBiofortification analysis
Biofortification analysismsnmoorthy
 
Biofortification: Indian and Global Scenario For Crop Improvement
Biofortification:  Indian and Global Scenario For Crop Improvement Biofortification:  Indian and Global Scenario For Crop Improvement
Biofortification: Indian and Global Scenario For Crop Improvement AkshitaAwasthi3
 
A COURSE SAMINAR ON BIOFORTIFICATION IN VEGETABLES : PROGRESS AND PROSPECT
A COURSE SAMINAR ON BIOFORTIFICATION IN VEGETABLES : PROGRESS AND PROSPECT A COURSE SAMINAR ON BIOFORTIFICATION IN VEGETABLES : PROGRESS AND PROSPECT
A COURSE SAMINAR ON BIOFORTIFICATION IN VEGETABLES : PROGRESS AND PROSPECT Sharas Singh
 
International Year of Family Farming (IYFF) 2014
International Year of Family Farming  (IYFF) 2014International Year of Family Farming  (IYFF) 2014
International Year of Family Farming (IYFF) 2014mssrf
 
Pulses in Dry Areas: Importance, Challenges and Potential
Pulses in Dry Areas: Importance, Challenges and PotentialPulses in Dry Areas: Importance, Challenges and Potential
Pulses in Dry Areas: Importance, Challenges and PotentialICARDA
 
Nuclear Techniques in Food and Agriculture
Nuclear Techniques in Food and AgricultureNuclear Techniques in Food and Agriculture
Nuclear Techniques in Food and AgricultureJeju National University
 
Enhancing Global Food Resources: CGIAR Strategy and its future Portfolio of P...
Enhancing Global Food Resources: CGIAR Strategy and its future Portfolio of P...Enhancing Global Food Resources: CGIAR Strategy and its future Portfolio of P...
Enhancing Global Food Resources: CGIAR Strategy and its future Portfolio of P...CGIAR
 
PIGEON PEA BREEDING- MASTER SEMINAR
PIGEON PEA BREEDING- MASTER SEMINARPIGEON PEA BREEDING- MASTER SEMINAR
PIGEON PEA BREEDING- MASTER SEMINARakshithabezawada
 
Biofortification by Y. Pooja
Biofortification by Y. PoojaBiofortification by Y. Pooja
Biofortification by Y. PoojaPoojaHorti
 

Similar to Pulses for improved nutrition and the role of biotechnologies (20)

Nutrition agricultural biodiversity and food prices
Nutrition agricultural biodiversity and food pricesNutrition agricultural biodiversity and food prices
Nutrition agricultural biodiversity and food prices
 
Future Smart Food: Rediscovering Hidden Treasures of Neglected and Underutili...
Future Smart Food: Rediscovering Hidden Treasures of Neglected and Underutili...Future Smart Food: Rediscovering Hidden Treasures of Neglected and Underutili...
Future Smart Food: Rediscovering Hidden Treasures of Neglected and Underutili...
 
Significance of agronomic biofortification with zinc in maize.pptx
Significance of agronomic biofortification with zinc in maize.pptxSignificance of agronomic biofortification with zinc in maize.pptx
Significance of agronomic biofortification with zinc in maize.pptx
 
PGRFA for mitigating climate change
PGRFA for mitigating climate changePGRFA for mitigating climate change
PGRFA for mitigating climate change
 
Advances in Genomics Research and Molecular Breeding in Dryland Crops through...
Advances in Genomics Research and Molecular Breeding in Dryland Crops through...Advances in Genomics Research and Molecular Breeding in Dryland Crops through...
Advances in Genomics Research and Molecular Breeding in Dryland Crops through...
 
Breeding for biofortification in cereals.
Breeding for biofortification in cereals.Breeding for biofortification in cereals.
Breeding for biofortification in cereals.
 
Bio fortification through Genetic Engineering
Bio fortification through Genetic EngineeringBio fortification through Genetic Engineering
Bio fortification through Genetic Engineering
 
Bio-fortification in horticultural crops
Bio-fortification in horticultural  cropsBio-fortification in horticultural  crops
Bio-fortification in horticultural crops
 
Biofortification analysis
Biofortification analysisBiofortification analysis
Biofortification analysis
 
Biofortification: Indian and Global Scenario For Crop Improvement
Biofortification:  Indian and Global Scenario For Crop Improvement Biofortification:  Indian and Global Scenario For Crop Improvement
Biofortification: Indian and Global Scenario For Crop Improvement
 
A COURSE SAMINAR ON BIOFORTIFICATION IN VEGETABLES : PROGRESS AND PROSPECT
A COURSE SAMINAR ON BIOFORTIFICATION IN VEGETABLES : PROGRESS AND PROSPECT A COURSE SAMINAR ON BIOFORTIFICATION IN VEGETABLES : PROGRESS AND PROSPECT
A COURSE SAMINAR ON BIOFORTIFICATION IN VEGETABLES : PROGRESS AND PROSPECT
 
IFPRI - Food Secure Bihar, P K Joshi, IFPRI
IFPRI - Food Secure Bihar, P K Joshi, IFPRIIFPRI - Food Secure Bihar, P K Joshi, IFPRI
IFPRI - Food Secure Bihar, P K Joshi, IFPRI
 
Role of Family Farming in 21st Century
Role  of Family Farming in 21st CenturyRole  of Family Farming in 21st Century
Role of Family Farming in 21st Century
 
International Year of Family Farming (IYFF) 2014
International Year of Family Farming  (IYFF) 2014International Year of Family Farming  (IYFF) 2014
International Year of Family Farming (IYFF) 2014
 
Pulses in Dry Areas: Importance, Challenges and Potential
Pulses in Dry Areas: Importance, Challenges and PotentialPulses in Dry Areas: Importance, Challenges and Potential
Pulses in Dry Areas: Importance, Challenges and Potential
 
Nuclear Techniques in Food and Agriculture
Nuclear Techniques in Food and AgricultureNuclear Techniques in Food and Agriculture
Nuclear Techniques in Food and Agriculture
 
Nourishing Plants and People Bruulsema 19 Nov 10
Nourishing Plants and People Bruulsema 19 Nov 10Nourishing Plants and People Bruulsema 19 Nov 10
Nourishing Plants and People Bruulsema 19 Nov 10
 
Enhancing Global Food Resources: CGIAR Strategy and its future Portfolio of P...
Enhancing Global Food Resources: CGIAR Strategy and its future Portfolio of P...Enhancing Global Food Resources: CGIAR Strategy and its future Portfolio of P...
Enhancing Global Food Resources: CGIAR Strategy and its future Portfolio of P...
 
PIGEON PEA BREEDING- MASTER SEMINAR
PIGEON PEA BREEDING- MASTER SEMINARPIGEON PEA BREEDING- MASTER SEMINAR
PIGEON PEA BREEDING- MASTER SEMINAR
 
Biofortification by Y. Pooja
Biofortification by Y. PoojaBiofortification by Y. Pooja
Biofortification by Y. Pooja
 

More from ExternalEvents

More from ExternalEvents (20)

Mauritania
Mauritania Mauritania
Mauritania
 
Malawi - M. Munthali
Malawi - M. MunthaliMalawi - M. Munthali
Malawi - M. Munthali
 
Malawi (Mbewe)
Malawi (Mbewe)Malawi (Mbewe)
Malawi (Mbewe)
 
Malawi (Desideri)
Malawi (Desideri)Malawi (Desideri)
Malawi (Desideri)
 
Lesotho
LesothoLesotho
Lesotho
 
Kenya
KenyaKenya
Kenya
 
ICRAF: Soil-plant spectral diagnostics laboratory
ICRAF: Soil-plant spectral diagnostics laboratoryICRAF: Soil-plant spectral diagnostics laboratory
ICRAF: Soil-plant spectral diagnostics laboratory
 
Ghana
GhanaGhana
Ghana
 
Ethiopia
EthiopiaEthiopia
Ethiopia
 
Item 15
Item 15Item 15
Item 15
 
Item 14
Item 14Item 14
Item 14
 
Item 13
Item 13Item 13
Item 13
 
Item 7
Item 7Item 7
Item 7
 
Item 6
Item 6Item 6
Item 6
 
Item 3
Item 3Item 3
Item 3
 
Item 16
Item 16Item 16
Item 16
 
Item 9: Soil mapping to support sustainable agriculture
Item 9: Soil mapping to support sustainable agricultureItem 9: Soil mapping to support sustainable agriculture
Item 9: Soil mapping to support sustainable agriculture
 
Item 8: WRB, World Reference Base for Soil Resouces
Item 8: WRB, World Reference Base for Soil ResoucesItem 8: WRB, World Reference Base for Soil Resouces
Item 8: WRB, World Reference Base for Soil Resouces
 
Item 7: Progress made in Nepal
Item 7: Progress made in NepalItem 7: Progress made in Nepal
Item 7: Progress made in Nepal
 
Item 6: International Center for Biosaline Agriculture
Item 6: International Center for Biosaline AgricultureItem 6: International Center for Biosaline Agriculture
Item 6: International Center for Biosaline Agriculture
 

Recently uploaded

Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon AUnboundStockton
 
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...Nguyen Thanh Tu Collection
 
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...JhezDiaz1
 
DATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginnersDATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginnersSabitha Banu
 
Romantic Opera MUSIC FOR GRADE NINE pptx
Romantic Opera MUSIC FOR GRADE NINE pptxRomantic Opera MUSIC FOR GRADE NINE pptx
Romantic Opera MUSIC FOR GRADE NINE pptxsqpmdrvczh
 
Judging the Relevance and worth of ideas part 2.pptx
Judging the Relevance  and worth of ideas part 2.pptxJudging the Relevance  and worth of ideas part 2.pptx
Judging the Relevance and worth of ideas part 2.pptxSherlyMaeNeri
 
Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Celine George
 
Full Stack Web Development Course for Beginners
Full Stack Web Development Course  for BeginnersFull Stack Web Development Course  for Beginners
Full Stack Web Development Course for BeginnersSabitha Banu
 
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdfLike-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdfMr Bounab Samir
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 
Roles & Responsibilities in Pharmacovigilance
Roles & Responsibilities in PharmacovigilanceRoles & Responsibilities in Pharmacovigilance
Roles & Responsibilities in PharmacovigilanceSamikshaHamane
 
Atmosphere science 7 quarter 4 .........
Atmosphere science 7 quarter 4 .........Atmosphere science 7 quarter 4 .........
Atmosphere science 7 quarter 4 .........LeaCamillePacle
 
Keynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designKeynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designMIPLM
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Educationpboyjonauth
 
ENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomnelietumpap1
 

Recently uploaded (20)

Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon A
 
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
 
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
 
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
 
OS-operating systems- ch04 (Threads) ...
OS-operating systems- ch04 (Threads) ...OS-operating systems- ch04 (Threads) ...
OS-operating systems- ch04 (Threads) ...
 
DATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginnersDATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginners
 
Romantic Opera MUSIC FOR GRADE NINE pptx
Romantic Opera MUSIC FOR GRADE NINE pptxRomantic Opera MUSIC FOR GRADE NINE pptx
Romantic Opera MUSIC FOR GRADE NINE pptx
 
Judging the Relevance and worth of ideas part 2.pptx
Judging the Relevance  and worth of ideas part 2.pptxJudging the Relevance  and worth of ideas part 2.pptx
Judging the Relevance and worth of ideas part 2.pptx
 
Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17
 
Full Stack Web Development Course for Beginners
Full Stack Web Development Course  for BeginnersFull Stack Web Development Course  for Beginners
Full Stack Web Development Course for Beginners
 
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdfLike-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 
Roles & Responsibilities in Pharmacovigilance
Roles & Responsibilities in PharmacovigilanceRoles & Responsibilities in Pharmacovigilance
Roles & Responsibilities in Pharmacovigilance
 
Atmosphere science 7 quarter 4 .........
Atmosphere science 7 quarter 4 .........Atmosphere science 7 quarter 4 .........
Atmosphere science 7 quarter 4 .........
 
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
 
Keynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designKeynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-design
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Education
 
Rapple "Scholarly Communications and the Sustainable Development Goals"
Rapple "Scholarly Communications and the Sustainable Development Goals"Rapple "Scholarly Communications and the Sustainable Development Goals"
Rapple "Scholarly Communications and the Sustainable Development Goals"
 
ENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choom
 
Raw materials used in Herbal Cosmetics.pptx
Raw materials used in Herbal Cosmetics.pptxRaw materials used in Herbal Cosmetics.pptx
Raw materials used in Herbal Cosmetics.pptx
 

Pulses for improved nutrition and the role of biotechnologies

  • 1. Pulses for Improved Nutrition and the Role of Biotechnologies Rajeev K. Varshney Research Program Director Genetic Gains
  • 2. Major challenges in Asia Population Poverty Resource scarcity Adapting to changing climate Limited Arable land Rise in sea levels Atmospheric CO2 levels have risen and may not dip below 400 ppm again Source: Climate Central
  • 3. Hunger in largest agricultural producing region!!!! • Poverty: People cannot afford nutritious food • Lack of key agricultural infrastructure • Natural disasters are on the increase • Conflicts consistently disrupt farming and food production • Uprising food prices • One third of all food produced (1.3 billion tons) is never consumed
  • 4. Global hunger crisis The Global Hunger Index (GHI) is designed to comprehensively measure and track hunger globally and by country and region by the International Food Policy Research Institute (IFPRI). Alarming
  • 5. Global Hunger Index in Asia * A higher rank implies a worsening hunger situation Source: Global Hunger Index-2016
  • 6. Malnutrition- hidden hunger MALNUTRITION IN ALL ITS FORMS Child stunting Child wasting Child overweight Micronutrient deficiency Adult obesity Noncommunicable diseases Adult overweight Malnutrition refers to deficiencies, excesses or imbalances in a person’s intake of energy and/or nutrients. Source: World Health Organization, 2016 Most affected are women and children under 5
  • 7. How serious is malnutrition in Asia? Source: UNICEF, WHO, World Bank Joint Child Malnutrition dataset, May 2017 update Under-nutrition contributes to deaths in children under 5 in Asia
  • 8. Wasting is a condition typified by a low weight-to-height ratio, and brought on by undernourishment. - WHO Nutrition atlas of India National Institute of Nutrition, India Issues: • Access to adequate food • Lack of dietary diversity • Lack of information on optimum nutrition • Susceptibility to metabolic disease
  • 10. Crop diversification Pulses Crops harvested solely for dry seeds Dietary diversification Global food security Improved livelihood Environmental sustainability Water footprint Nitrogen fixation Pulses play an important role in food & nutrition security • Suitable for marginal environments • High protein and mineral source • Long shelf-life • Diversification of cereal-based system • Improves soil condition • Low water usage
  • 11. Source: Agriculture and Agri-Food Canada
  • 12. Pulses of South Asia . . . . Lentils (Lens culinaris) 7% Pigeon pea (Cajanus cajan) 10% Cowpea (Vigna unguiculata) <1% Dry Peas (Pisum sativum) 3% Chickpea (Cicer arietinum) 44% Other minor pulses 9% Broad Beans (Vicia faba) <1% Phaseolus spp. 27% Source: FAO 2014 A variety of pulses grown and consumed in Asia
  • 13. http://www.livemint.com/Opinion/1BcMNygMDdIrgLQsegvNgK/The-pulses-crisis-why-reinvent-the-wheel.html Crop Area (mha) Production (mt) Yield (t/ha) Chickpea 13.54 13.10 0.97 Pigeonpea 6.21 4.74 0.76 Source: FAO 2015 (access on Jun 26,2015) Feeding billions and bringing prosperity in developing countries !
  • 14. Biotechnologies for improving nutrition in pulses
  • 15. Role of biotechnologies Enhance yield Reduce yield loss Due to biotic and abiotic stresses Enriching micronutrients Micronutrients such as vitamin A, Fe, Zn etc. Reduce anti-nutritional factors Protein inhibitors, lectins, tanins, phytic acids, allergens etc.
  • 16. Key biotechnologies Accelerated Breeding • Molecular markers/ candidate genes/ genomic regions Lin et al., 2014 Barkley and Wang, 2008 • Metabolic engineering • TILLING• Gene editing • Transgenic “knockouts” • Tissue culture technique Marker-assisted breeding Sci. Rep. 2015
  • 17. Harnessing alleles from genebanks • 1,700 genebanks • 7.4 million accessions currently maintained globally, of which 13% in the CGIAR centres • Genomic characterization of genebank material is essential • Needs to associate allelic value with phenotype • Transfer in elite varieties
  • 19. Adzuki Beans PNAS 2015 Sci Rep 2015 Mung Beans Nature Communications 2014 Chickpea Nature Biotechnology 2013 Pigeonpea Nature Biotechnology 2012 Pulses Genome Sequencing Resource for untapping potential for genetic improvement
  • 20. Sequencing of only (and one) reference genome is not enough! Global / base collection Composite collection Multiseason and multilocation evaluation data for 50 traits ICRISAT reference set Wild accessions, landraces and breeding lines Core collection
  • 21. 1000 Pulse Genomes Chickpea Pigeonpea Diverse lines (90) Elite varieties (129) Reference set (300) 154 parental lines of hybrids Reference set (300) - 554 lines in chickpea - 474 lines in pigeonpea Parental lines (20) Parental lines (35) 1000 pulse genomes re-sequencing
  • 22. - Samples representing 23 countries
  • 23. The 3000 Chickpea Genome Sequencing Initiative • Total no. of samples: 3196 • Total data: ~28.41 Tbp • Data range: 3.7 – 25 Gbp • Average data per sample: ~9Gbp • Average Coverage: ~12X (5X – 33X)
  • 24. Phenotyping of 3000 chickpeas • Nutritional profiling for protein, Fe and Zn content • Useful resource for future breeding • High resolution GWAS • Sources of variation and location specific favourable alleles • Highly accurate genomic prediction • Source for G x E estimation If there is sufficient genetic variation for the density of micronutrients in edible parts of the crop, bio-fortification can be achieved through plant breeding (Mayer et al., 2008)
  • 25. QTLs governing seed- Fe and Zn concentration in chickpea Upadhyaya et al. 2016
  • 26. Candidate genes involved in carotenoid biosynthesis in chickpea seeds Rezaei et al. 2016
  • 27. “QTL-hotspot” introgression lines in chickpea Enhanced root length density
  • 28. 0 50 100 150 200 250 300 EUM1 EUM2 EUM3 EUM4 EUM5 Chania-RP EUM7 EUM8 EUM9 EUM10 EUM11 ICC4958-DP Yield Gms/plot Biomss/plot Improved lines with higher yield under rainfed and irrigated conditions in India, Kenya and Ethiopia 0 500 1000 1500 2000 2500 3000 3500 13 superior MABC lines in Kenya -17-47% higher seed yield - 12-43% higher biomass >40% yield above standard check in Ethiopia 3 lines promoted to AVT in India
  • 29. A: IL 53, B: IL 60, C: IL 103, D: IL 59 Different branching pattern in Introgression lines (ICPL 87119 x ICPW 12) A B C D High yielding lines in Introgression lines A B C A- IL-15, B: IL-15, C: IL-113 Introgression pigeonpea lines with higher yield and enhanced resistance to diseses
  • 30. Improved high and low oil content lines in groundnut Plant Science, 2015
  • 31. Summary… • Pulses are essential for nutritional security in the Asia pacific region. • Genome sequences available, re-sequencing, genome-wide association analysis and functional genomics approaches can identify candidate genes and metabolic pathways associated with different nutritional elements. • Molecular breeding can help enhancing yield/ crop productivity to enhance crop production/ per capita consumption. • Traditional approaches such as high yielding varieties should replace old varieties, rice fallows and new niches should be used for enhancing production. • Gene editing and metabolic engineering approaches should be explored.
  • 32. Mahendar Thudi Rachit K Saxena Manish Roorkiwal Anu Chitikineni K Himabindu Vikas Singh Aamir Khan Prasad Bajaja Vanika Garg Dadakhalandar Doddamani Abhishek Rathore Pooran Gaur CV Sameerkumar Hari D Upadhayaya Lakshmanan Krishnamurthy Vincent Vadez KB Saxena S Srinivasan Acknowledgements Funders
  • 33. Learning Systems Unit (LSU) Thank You !